{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Optical Character Recognition\n",
    "\n",
    "In this example we will go over the Optical Character Recognition possibilities of Automagica"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initializing Automagica\n",
    "\n",
    "The first step in building a script with Automagica is to import all the Automagica activities."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from automagica import *"
   ]
  },
  {
   "attachments": {
    "example_ocr_thumbn.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Downloading a sample file\n",
    "\n",
    "To demonstrate the OCR capabilities we will use a sample image file directly downloaded from the Automagica website. The image can be found and viewed on:\n",
    "\n",
    "https://automagica.com/examples/ocr_test.png\n",
    "\n",
    "There is no text-layer on this jpg image, the goal is to read the text while using OCR.\n",
    "\n",
    "![example_ocr_thumbn.png](attachment:example_ocr_thumbn.png)\n",
    "\n",
    "We could specify a path, but by default the download_file_from_url activity will download to the homedir."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Download the file \n",
    "downloaded_image = download_file_from_url('https://automagica.com/examples/ocr_test.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now open the file to view it's contents "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'C:\\\\Users\\\\TvT\\\\wallpaper.jpg'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "open_file(downloaded_image)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reading with OCR\n",
    "\n",
    "Let's attempt to read the text of the newly downloaded image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Why was the robot embarassed?   Because it had hardware but no underwear!'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Read image\n",
    "extract_text_ocr(r\"C:\\Users\\TvT\\Desktop\\ocr_test.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Automate using OCR\n",
    "\n",
    "Another use-case for this activity could be to automatically find elements like buttons on the screen and click on them, for example.\n",
    "\n",
    "Make sure the image is open and visible on the screen, next we can find the coördinates of the word \"underwear\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'h': 10, 'text': 'underwear', 'w': 67, 'x': 2356, 'y': 1427}]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "find_text_on_screen_ocr('underwear')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also click on the word!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "click_on_text_ocr('underwear')"
   ]
  }
 ],
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